Xusen Yin created SPARK-17785:
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Summary: Find a more robust way to detect the existing of the
initialModel
Key: SPARK-17785
URL: https://issues.apache.org/jira/browse/SPARK-17785
Project: Spark
Xusen Yin created SPARK-17784:
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Summary: Add fromCenters method for KMeans
Key: SPARK-17784
URL: https://issues.apache.org/jira/browse/SPARK-17784
Project: Spark
Issue Type: Improvement
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https://issues.apache.org/jira/browse/SPARK-16581?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15434030#comment-15434030
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Xusen Yin commented on SPARK-16581:
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Sure, no problem.
> Making JVM backend calling functions public
>
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https://issues.apache.org/jira/browse/SPARK-14381?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15428557#comment-15428557
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Xusen Yin commented on SPARK-14381:
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I believe we can resolve this.
> Review spark.ml parity for
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Xusen Yin commented on SPARK-16581:
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I'll find related JIRAs and link them if possible.
> Making JVM
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Xusen Yin commented on SPARK-16581:
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[~shivaram] [~sunrui] Still work on it? I can help work on this if
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https://issues.apache.org/jira/browse/SPARK-16857?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15405069#comment-15405069
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Xusen Yin commented on SPARK-16857:
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I agree the cluster assignments could be arbitrary. Yes under this
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Xusen Yin commented on SPARK-16857:
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Using CrossValidator with KMeans should be supported. As a kind of
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https://issues.apache.org/jira/browse/SPARK-3728?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15381583#comment-15381583
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Xusen Yin edited comment on SPARK-3728 at 7/17/16 11:46 PM:
Not now. Because I
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Xusen Yin commented on SPARK-3728:
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Not now. Because I thought the BFS style could reach the best
Xusen Yin created SPARK-16558:
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Summary: examples/mllib/LDAExample should use MLVector instead of
MLlib Vector
Key: SPARK-16558
URL: https://issues.apache.org/jira/browse/SPARK-16558
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-16447?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15368149#comment-15368149
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Xusen Yin commented on SPARK-16447:
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[~mengxr] I'd like to work on this.
> LDA wrapper in SparkR
>
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https://issues.apache.org/jira/browse/SPARK-16372?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-16372:
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Summary: Retag RDD to tallSkinnyQR of RowMatrix (was: RowMatrix
constructor should use retag for Java
Xusen Yin created SPARK-16372:
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Summary: RowMatrix constructor should use retag for Java
compatibility
Key: SPARK-16372
URL: https://issues.apache.org/jira/browse/SPARK-16372
Project: Spark
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Xusen Yin commented on SPARK-16372:
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SPARK-11497 fixed this for PySpark.
> RowMatrix constructor
Xusen Yin created SPARK-16369:
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Summary: tallSkinnyQR of RowMatrix should aware of empty partition
Key: SPARK-16369
URL: https://issues.apache.org/jira/browse/SPARK-16369
Project: Spark
Issue
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https://issues.apache.org/jira/browse/SPARK-16144?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15351942#comment-15351942
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Xusen Yin commented on SPARK-16144:
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I'd like to work on this.
> Add a separate Rd for ML generic
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https://issues.apache.org/jira/browse/SPARK-15574?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15332475#comment-15332475
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Xusen Yin commented on SPARK-15574:
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I just finished the prototype of PythonTransformer in Scala as the
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https://issues.apache.org/jira/browse/SPARK-11106?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15319685#comment-15319685
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Xusen Yin commented on SPARK-11106:
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RFormula is easy to use, but it may not always do right things.
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Xusen Yin commented on SPARK-15574:
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[~josephkb] Can I work on this one?
> Python meta-algorithms in
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https://issues.apache.org/jira/browse/SPARK-14381?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15317459#comment-15317459
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Xusen Yin commented on SPARK-14381:
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Comparing mllib.feature with ml.feature, there are only two APIs
Xusen Yin created SPARK-15793:
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Summary: Word2vec in ML package should have maxSentenceLength
method
Key: SPARK-15793
URL: https://issues.apache.org/jira/browse/SPARK-15793
Project: Spark
Issue
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https://issues.apache.org/jira/browse/SPARK-14381?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15315060#comment-15315060
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Xusen Yin commented on SPARK-14381:
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I can work on this one.
> Review spark.ml parity for feature
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https://issues.apache.org/jira/browse/SPARK-3728?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15314795#comment-15314795
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Xusen Yin commented on SPARK-3728:
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Hi [~josephkb], as I [surveyed on
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https://issues.apache.org/jira/browse/SPARK-13868?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15313400#comment-15313400
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Xusen Yin edited comment on SPARK-13868 at 6/3/16 12:40 AM:
[~josephkb]
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https://issues.apache.org/jira/browse/SPARK-13868?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15313400#comment-15313400
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Xusen Yin commented on SPARK-13868:
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[~josephkb] [~tanwanirahul] Here is what I found:
1. Dataset
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https://issues.apache.org/jira/browse/SPARK-14973?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14973:
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Description: The CrossValidator and TrainValidationSplit miss the seed when
saving and loading. Need
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Xusen Yin resolved SPARK-14302.
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Resolution: Won't Fix
> Python examples code merge and clean up
>
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Xusen Yin commented on SPARK-14302:
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I'll close it, anything else I'll let you know. Thanks!
> Python
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Xusen Yin commented on SPARK-14302:
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[~kanjilal] Thanks for working on this. However, I check the
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Xusen Yin commented on SPARK-14302:
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Thanks! And sorry for the late response, I forgot it.
> Python
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Xusen Yin commented on SPARK-14302:
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We should leave them unmerged e.g. ml.bisecting_k_means_example
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Xusen Yin commented on SPARK-14302:
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Hi Saikat, any updates?
> Python examples code merge and clean up
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Xusen Yin commented on SPARK-14973:
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Will fix it with SPARK-14706
> The CrossValidator and
Xusen Yin created SPARK-14973:
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Summary: The CrossValidator and TrainValidationSplit miss the seed
when saving and loading
Key: SPARK-14973
URL: https://issues.apache.org/jira/browse/SPARK-14973
Project:
Xusen Yin created SPARK-14931:
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Summary: Mismatched default values between pipelines in Spark and
PySpark
Key: SPARK-14931
URL: https://issues.apache.org/jira/browse/SPARK-14931
Project: Spark
Xusen Yin created SPARK-14924:
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Summary: OneVsRest with classifier in estimatorParamMaps of tuning
fail to persistence
Key: SPARK-14924
URL: https://issues.apache.org/jira/browse/SPARK-14924
Project:
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https://issues.apache.org/jira/browse/SPARK-11337?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15256751#comment-15256751
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Xusen Yin commented on SPARK-11337:
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[~mengxr] We can close this now.
> Make example code in user
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https://issues.apache.org/jira/browse/SPARK-11399?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin closed SPARK-11399.
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Resolution: Won't Fix
> Include_example should support labels to cut out different parts in one
>
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Xusen Yin commented on SPARK-14706:
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Sure. I'll take care of it.
There are more issues with
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Xusen Yin commented on SPARK-14706:
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I am starting write it.
> Python ML persistence integration test
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https://issues.apache.org/jira/browse/SPARK-14440?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14440:
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Description:
Since the
PipelineMLWriter/PipelineMLReader/PipelineModelMLWriter/PipelineModelMLReader
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Xusen Yin updated SPARK-14440:
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Description:
Since the
PipelineMLWriter/PipelineMLReader/PipelineModelMLWriter/PipelineModelMLReader
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Xusen Yin updated SPARK-14440:
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Description:
Since the
PipelineMLWriter/PipelineMLReader/PipelineModelMLWriter/PipelineModelMLReader
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Xusen Yin updated SPARK-14440:
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Description:
Remove
* PipelineMLWriter
* PipelineMLReader
* PipelineModelMLWriter
*
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Xusen Yin commented on SPARK-14440:
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Sorry for the late response, I'll update it soon.
> Remove
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https://issues.apache.org/jira/browse/SPARK-14306?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15239678#comment-15239678
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Xusen Yin commented on SPARK-14306:
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Yes, but blocked by this
Xusen Yin created SPARK-14440:
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Summary: Remove PySpark ml.pipeline's specific Reader and Writer
Key: SPARK-14440
URL: https://issues.apache.org/jira/browse/SPARK-14440
Project: Spark
Issue
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https://issues.apache.org/jira/browse/SPARK-14301?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15228693#comment-15228693
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Xusen Yin commented on SPARK-14301:
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Thanks, we'll make sure that. :)
> Java examples code merge and
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https://issues.apache.org/jira/browse/SPARK-14299?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14299:
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Description:
Duplicated code that I found in scala/examples/ml:
* scala/ml
**
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Xusen Yin commented on SPARK-14306:
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start work on it now.
> PySpark ml.classification OneVsRest
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https://issues.apache.org/jira/browse/SPARK-14302?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15220337#comment-15220337
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Xusen Yin commented on SPARK-14302:
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This JIRA only focuses on Python examples. I.e.
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Xusen Yin commented on SPARK-14302:
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And this JIRA is to delete or merge some example codes, not to
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Xusen Yin commented on SPARK-14302:
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Java code is in this JIRA:
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Xusen Yin commented on SPARK-14302:
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Sure, thanks
> Python examples code merge and clean up
>
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Xusen Yin commented on SPARK-14301:
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Go ahead. Thanks!
> Java examples code merge and clean up
>
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https://issues.apache.org/jira/browse/SPARK-13462?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin closed SPARK-13462.
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Resolution: Won't Fix
> Vector serialization error in example code of
>
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Xusen Yin commented on SPARK-13462:
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Well, this is a false alarm. They can run with current github
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Xusen Yin commented on SPARK-14300:
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Thanks! Be sure to check every code example.
> Scala MLlib
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Xusen Yin updated SPARK-14299:
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Description:
Duplicated code that I found in scala/examples/ml:
* scala/ml
**
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Xusen Yin updated SPARK-14299:
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Description:
Duplicated code that I found in scala/examples/ml:
* scala/ml
**
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https://issues.apache.org/jira/browse/SPARK-14299?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14299:
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Description:
Duplicated code that I found in scala/examples/ml:
* scala/ml
**
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https://issues.apache.org/jira/browse/SPARK-14299?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14299:
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Description:
Duplicated code that I found in scala/examples/ml:
* scala/ml
**
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https://issues.apache.org/jira/browse/SPARK-14299?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14299:
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Description:
Duplicated code that I found in scala/examples/ml:
* scala/ml
**
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https://issues.apache.org/jira/browse/SPARK-14041?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15220083#comment-15220083
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Xusen Yin commented on SPARK-14041:
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I've split them into 4 JIRAs.
> Locate possible duplicates and
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Xusen Yin updated SPARK-14302:
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Description:
Duplicated code that I found in python/examples/mllib and python/examples/ml:
*
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https://issues.apache.org/jira/browse/SPARK-14301?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14301:
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Description:
Duplicated code that I found in java/examples/mllib and java/examples/ml:
* java/ml
**
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https://issues.apache.org/jira/browse/SPARK-14300?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14300:
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Description:
Duplicated code that I found in scala/examples/mllib:
* scala/mllib
**
Xusen Yin created SPARK-14299:
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Summary: Scala examples code merge and clean up
Key: SPARK-14299
URL: https://issues.apache.org/jira/browse/SPARK-14299
Project: Spark
Issue Type: Sub-task
Xusen Yin created SPARK-14300:
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Summary: Scala MLlib examples code merge and clean up
Key: SPARK-14300
URL: https://issues.apache.org/jira/browse/SPARK-14300
Project: Spark
Issue Type: Sub-task
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https://issues.apache.org/jira/browse/SPARK-14299?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14299:
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Description:
Duplicated code that I found in scala/examples/ml:
* scala/ml
**
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https://issues.apache.org/jira/browse/SPARK-14299?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14299:
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Description:
Duplicated code that I found in scala/examples/ml:
* scala/ml
**
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https://issues.apache.org/jira/browse/SPARK-14041?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14041:
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Description:
To find out all examples of ml/mllib that don't contain "example on":
{code}grep -L
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Xusen Yin updated SPARK-14302:
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Description:
Duplicated code that I found in python/examples/mllib and python/examples/ml:
*
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https://issues.apache.org/jira/browse/SPARK-14301?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14301:
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Description:
Duplicated code that I found in java/examples/mllib and java/examples/ml:
* java/ml
**
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https://issues.apache.org/jira/browse/SPARK-14301?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14301:
--
Description:
Duplicated code that I found in java/examples/mllib and java/examples/ml:
* java/ml
**
Xusen Yin created SPARK-14302:
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Summary: Python examples code merge and clean up
Key: SPARK-14302
URL: https://issues.apache.org/jira/browse/SPARK-14302
Project: Spark
Issue Type: Sub-task
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https://issues.apache.org/jira/browse/SPARK-14300?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14300:
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Description:
Duplicated code that I found in scala/examples/mllib:
* scala/mllib
**
Xusen Yin created SPARK-14301:
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Summary: Java examples code merge and clean up
Key: SPARK-14301
URL: https://issues.apache.org/jira/browse/SPARK-14301
Project: Spark
Issue Type: Sub-task
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https://issues.apache.org/jira/browse/SPARK-14299?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14299:
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Summary: Scala ML examples code merge and clean up (was: Scala examples
code merge and clean up)
>
Xusen Yin created SPARK-14181:
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Summary: TrainValidationSplit should have HasSeed
Key: SPARK-14181
URL: https://issues.apache.org/jira/browse/SPARK-14181
Project: Spark
Issue Type: Improvement
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https://issues.apache.org/jira/browse/SPARK-13786?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15213357#comment-15213357
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Xusen Yin commented on SPARK-13786:
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I have finished the CrossValidator, but need to wait until
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https://issues.apache.org/jira/browse/SPARK-13786?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15212364#comment-15212364
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Xusen Yin commented on SPARK-13786:
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I'll work on it.
> Pyspark ml.tuning support export/import
>
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https://issues.apache.org/jira/browse/SPARK-14041?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14041:
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Description:
To find out all examples of ml/mllib that don't contain "example on":
{code}grep -L
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https://issues.apache.org/jira/browse/SPARK-14041?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14041:
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Description:
Please go through the current example code and list possible duplicates.
To find out all
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https://issues.apache.org/jira/browse/SPARK-14041?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15207417#comment-15207417
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Xusen Yin commented on SPARK-14041:
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[~mengxr] Maybe no need to divide them into several JIRAs, since
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https://issues.apache.org/jira/browse/SPARK-14041?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14041:
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Description:
Please go through the current example code and list possible duplicates.
Duplicates need
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https://issues.apache.org/jira/browse/SPARK-14041?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-14041:
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Description:
Please go through the current example code and list possible duplicates.
Duplicates need
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https://issues.apache.org/jira/browse/SPARK-13461?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15203569#comment-15203569
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Xusen Yin commented on SPARK-13461:
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I delete it. It's from another JIRA
> Duplicated example code
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https://issues.apache.org/jira/browse/SPARK-13461?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-13461:
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Description:
Merge duplicated code after we finishing the example code substitution.
Duplications
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https://issues.apache.org/jira/browse/SPARK-13461?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15203076#comment-15203076
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Xusen Yin commented on SPARK-13461:
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Yes we'll delete it.
> Duplicated example code merge and cleanup
Xusen Yin created SPARK-13993:
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Summary: PySpark ml.feature.RFormula/RFormulaModel support
export/import
Key: SPARK-13993
URL: https://issues.apache.org/jira/browse/SPARK-13993
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-13951?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15198642#comment-15198642
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Xusen Yin commented on SPARK-13951:
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I start work on it now.
> PySpark ml.pipeline support
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https://issues.apache.org/jira/browse/SPARK-13641?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15196765#comment-15196765
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Xusen Yin commented on SPARK-13641:
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[~muralidh] I gonna close this JIRA since I find that it is
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https://issues.apache.org/jira/browse/SPARK-13641?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15196765#comment-15196765
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Xusen Yin edited comment on SPARK-13641 at 3/16/16 5:00 AM:
I gonna close
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https://issues.apache.org/jira/browse/SPARK-11136?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15193991#comment-15193991
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Xusen Yin commented on SPARK-11136:
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I agree. Will add it in the new commit. Thanks!
> Warm-start
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https://issues.apache.org/jira/browse/SPARK-13868?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15193899#comment-15193899
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Xusen Yin commented on SPARK-13868:
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I'd love to explore this.
> Random forest accuracy exploration
>
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https://issues.apache.org/jira/browse/SPARK-11136?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15193886#comment-15193886
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Xusen Yin commented on SPARK-11136:
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This is a good point. Actually in our settings now, the new KMeans
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https://issues.apache.org/jira/browse/SPARK-13461?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-13461:
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Description:
Merge duplicated code after we finishing the example code substitution.
Duplications
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https://issues.apache.org/jira/browse/SPARK-13641?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15181872#comment-15181872
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Xusen Yin commented on SPARK-13641:
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You can checkout code from
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